28/11/2017
Data Science Project Workflow
Data Visualization tools
Gapminder Dataset
| country | continent | year | lifeExp | pop | gdpPercap |
|---|---|---|---|---|---|
| Canada | Americas | 1952 | 68.75 | 14785584 | 11367.16 |
| Canada | Americas | 1957 | 69.96 | 17010154 | 12489.95 |
| Canada | Americas | 1962 | 71.30 | 18985849 | 13462.49 |
| Canada | Americas | 1967 | 72.13 | 20819767 | 16076.59 |
| Canada | Americas | 1972 | 72.88 | 22284500 | 18970.57 |
| Canada | Americas | 1977 | 74.21 | 23796400 | 22090.88 |
| Canada | Americas | 1982 | 75.76 | 25201900 | 22898.79 |
| Canada | Americas | 1987 | 76.86 | 26549700 | 26626.52 |
Number of records in gapminder dataset = 1704
GDP Per Capita in 1987 - Boxplot
GDP Per Capita in 1987 - Boxplot + Jitter Plot
World GDP Per Capita in 1952
World GDP Per Capita in 2007
Polar Plot of The World Map
Americas GDP Per Capita in 1952 & 2007
Contributions to Continent GDP in 2007 - Stacked Bar Plot
Life Expectency in 1987 - Violin Plot
Life Expectency in 1987 - Violin Plot + Jitter Plot
World Life Expectency in 1952
World Life Expectency in 2007
Increase in Life Expectance in Americas - Bar Plot
Increase in Life Expectance in Americas - Polar Plot
Life Expectency Trend in Continents
Life Expectency for Selected Countries
Income Per Person Vs Life Expectency in 2007
Income Per Person Vs Life Expectency across years
Unique case of Kuwait - GDP Per Capita
Life Expectency of Kuwait
Spatial Data - ggmap
Directed Graphs - igraph
Source: http://kateto.net/netscix2016
Network Graphs - ggnetowrk
Source:
https://cran.r-project.org/web/packages/ggnetwork/vignettes/ggnetwork.html
Network Graphs - ggnet2
Source: https://briatte.github.io/ggnet/